MeLOn
svmData.h
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/**********************************************************************************
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* Copyright (c) 2020 Process Systems Engineering (AVT.SVT), RWTH Aachen University
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*
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* This program and the accompanying materials are made available under the
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* terms of the Eclipse Public License 2.0 which is available at
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* http://www.eclipse.org/legal/epl-2.0.
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*
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* SPDX-License-Identifier: EPL-2.0
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*
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* @file svmData.h
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*
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* @brief File containing declaration of a struct for storing SVM data.
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*
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**********************************************************************************/
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#pragma once
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#include <vector>
// std::vector
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#include <memory>
// std::shared_ptr, std::unique_ptr
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#include "
modelData.h
"
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#include "
scaler.h
"
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#include "
kernel.h
"
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namespace
melon
{
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enum
KERNEL_FUNCTION
{
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RBF
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};
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struct
SvmData :
public
ModelData
{
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double
rho
;
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std::vector<std::vector<double>>
supportVectors
;
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std::vector<double>
dualCoefficients
;
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KERNEL_FUNCTION
kernelFunction
;
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std::vector<double>
kernelParameters
;
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std::shared_ptr<const ScalerData>
inputScalerData
;
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std::shared_ptr<const ScalerData>
outputScalerData
;
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};
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}
kernel.h
melon::RBF
@ RBF
Definition:
svmData.h:45
melon::SvmData::supportVectors
std::vector< std::vector< double > > supportVectors
Definition:
svmData.h:55
melon::KERNEL_FUNCTION
KERNEL_FUNCTION
enum for representing different kernel functions
Definition:
svmData.h:44
scaler.h
modelData.h
melon::SvmData::outputScalerData
std::shared_ptr< const ScalerData > outputScalerData
Definition:
svmData.h:62
melon::SvmData::inputScalerData
std::shared_ptr< const ScalerData > inputScalerData
Definition:
svmData.h:61
ModelData
Abstract class from which specific model data object can be derived and enabling polymorphism.
Definition:
modelData.h:22
melon::SvmData::kernelFunction
KERNEL_FUNCTION kernelFunction
Definition:
svmData.h:58
melon::SvmData::rho
double rho
Definition:
svmData.h:54
melon::SvmData::kernelParameters
std::vector< double > kernelParameters
Definition:
svmData.h:59
melon::SvmData::dualCoefficients
std::vector< double > dualCoefficients
Definition:
svmData.h:56
melon
Definition:
kernel.h:21
support vector machine
model
inc
svmData.h
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